R Programming Courses and Certifications

Bayesian Statistics

12 reviews

Learn to apply Bayesian methods for statistical inference, decision-making, and regression. Update prior probabilities, make optimal decisions, and implement model averaging using R software.

• Coursera
• 1 day 10 hours 53 minutes
• On-Demand
• Paid Course

Statistics and Machine Learning in R

If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Data Science Dojo

Introduction to Text Analytics with R - Overview

Explore text analytics with R: tokenization, feature engineering, classification models. Learn data cleaning, analysis, and visualization using a spam dataset. Practical introduction for aspiring data scientists.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Introduction to R

8 reviews

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

1littlecoder

Loops and Control Flow in R Programming - Data Science in Tamil

Learn about control flow, iterations, and loops in R programming for effective data manipulation and analysis.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Introduction to Linear Models and Matrix Algebra

12 reviews

Learn to use R programming to apply linear models to analyze data in life sciences.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Great Learning

Programming Tutorials - Complete Course Collection in C, Java, Python, R, SQL, HTML, CSS, JavaScript, DevOps, and Docker

Master essential programming languages and technologies through comprehensive tutorials covering C, Java, Python, R, SQL, web development, and DevOps fundamentals.

• YouTube
• 3 days 2 hours
• On-Demand
• Free Video

R Programming 101

Data Manipulation with R Programming - Tidyverse and Dplyr for Beginners

Master data wrangling with R and tidyverse packages through hands-on manipulation, filtering, cleaning, and transformation techniques for beginners.

• YouTube
• 5 hours 4 minutes
• On-Demand
• Free Video

Microcredential

Data Science: Foundations using R

48190 ratings at Coursera

Master foundational data science skills: R programming, data manipulation, visualization, and reproducible research techniques for effective analysis and communication.

• Coursera
• 16 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Introduction to Probability and Data with R

6 reviews

Learn sampling, data exploration, and basic probability using R. Gain practical skills in statistical analysis through hands-on exercises and a final project.

• Coursera
• 14 hours 35 minutes
• On-Demand
• Paid Course

Linguagem R: do zero absoluto ao domínio em menos de 7 horas

5021 ratings at Udemy

R. Data Science. Linguagem de Programação. Análise de Dados, Estatística, Data Analyst

• Udemy
• 7 hours 39 minutes
• On-Demand
• Paid Course

Rではじめる統計基礎講座

4230 ratings at Udemy

R言語を使って、「データ分析」や「データサイエンス」の基礎を覚えて、ビジネスで活きる「実践的な統計」を学びましょう

• Udemy
• 6 hours 7 minutes
• On-Demand
• Paid Course

NPTEL-NOC IITM

K-Means Implementation in R

Implement K-means clustering algorithm in R programming language. Learn data preprocessing, algorithm application, and result interpretation for effective data analysis.

• YouTube
• 21 minutes
• On-Demand
• Free Video

R Programming 101

Manipulating Date and Time Data in R with Lubridate

Master date and time manipulation in R using lubridate package, featuring intuitive functions for parsing, extracting, and working with temporal data in the tidyverse ecosystem.

• YouTube
• 18 minutes
• On-Demand
• Free Video

R Programming 101

Multiple Regression Analysis - From Simple Linear to Complex Models

Master multiple regression analysis in R, covering variable selection, confounding, collinearity, outliers, interactions, and assumption validation for robust statistical modeling.

• YouTube
• 2 hours 19 minutes
• On-Demand
• Free Video